Mathematical assessment of the impact of cohort vaccination on pneumococcal carriage and serotype replacement

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dc.contributor.author Malik, Tufail M.
dc.contributor.author Mohammed-Awel, Jemal
dc.contributor.author Gumel, Abba B.
dc.contributor.author Elbasha, Elamin H.
dc.date.accessioned 2022-04-28T09:19:26Z
dc.date.available 2022-04-28T09:19:26Z
dc.date.issued 2021
dc.description.abstract Although pneumococcal vaccines are quite effective in reducing disease burden, factors such as imperfect vaccine efficacy and serotype replacement present an important challenge against realizing direct and herd protection benefits of the vaccines. In this study, a novel mathematical model is designed and used to describe the dynamics of two Streptococcus pneumoniae (SP) serotypes, in response to the introduction of a cohort vaccination program which targets one of the two serotypes. The model is fitted to a pediatric SP carriage prevalence data from Atlanta, GA. The model, which is rigorously analysed to investigate the existence and asymptotic stability properties of the associated equilibria (in addition to exploring conditions for competitive exclusion), is simulated to assess the impact of vaccination under different levels of serotype-specific competition and illustrate the phenomenon of serotype replacement. The calibrated model is used to forecast the carriage prevalence in the pediatric cohort over 30 years. en_US
dc.description.department Mathematics and Applied Mathematics en_US
dc.description.librarian am2022 en_US
dc.description.sponsorship The Simons Foundation and the National Science Foundation. en_US
dc.description.uri https://www.tandfonline.com/loi/tjbd20 en_US
dc.identifier.citation Tufail M. Malik, Jemal Mohammed-Awel, Abba B. Gumel & Elamin H. Elbasha (2021) Mathematical assessment of the impact of cohort vaccination on pneumococcal carriage and serotype replacement, Journal of Biological Dynamics, 15:sup1, S214-S247, DOI: 10.1080/17513758.2021.1884760. en_US
dc.identifier.issn 1751-3758 (print)
dc.identifier.issn 1751-3766 (online)
dc.identifier.other 10.1080/17513758.2021.1884760
dc.identifier.uri https://repository.up.ac.za/handle/2263/84932
dc.language.iso en en_US
dc.publisher Taylor and Francis en_US
dc.rights © 2021 Merck Sharp & Dohme Corp. This is an Open Access article distributed under the terms of the Creative Commons Attribution License. en_US
dc.subject Streptococcus pneumoniae en_US
dc.subject Pneumococcal carriage en_US
dc.subject Serotype replacement en_US
dc.subject Carriage-free equilibrium en_US
dc.subject Competitive exclusion en_US
dc.subject Co-colonization en_US
dc.title Mathematical assessment of the impact of cohort vaccination on pneumococcal carriage and serotype replacement en_US
dc.type Article en_US


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